20230919 Profiling Report

Dataset statistics

Number of variables	17
Number of observations	47478
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.2 MiB
Average record size in memory	136.0 B

Variable types

Text	1
Categorical	10
Numeric	5
DateTime	1

Alerts

`victim_age` is highly overall correlated with `age_range`	High correlation
`lat` is highly overall correlated with `city` and 2 other fields	High correlation
`lon` is highly overall correlated with `city` and 2 other fields	High correlation
`POPULATION` is highly overall correlated with `city` and 2 other fields	High correlation
`age_range` is highly overall correlated with `victim_age`	High correlation
`reported_month` is highly overall correlated with `season`	High correlation
`season` is highly overall correlated with `reported_month`	High correlation
`city` is highly overall correlated with `lat` and 4 other fields	High correlation
`state` is highly overall correlated with `lat` and 4 other fields	High correlation
`LOCATION` is highly overall correlated with `lat` and 4 other fields	High correlation
`uid` has unique values	Unique

Reproduction

Analysis started	2023-09-17 20:57:35.397245
Analysis finished	2023-09-17 20:57:41.373933
Duration	5.98 seconds
Software version	ydata-profiling vv4.3.2
Download configuration	config.json

uid
Text

UNIQUE

Distinct	47478
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Length

Max length	10
Median length	10
Mean length	9.9109482
Min length	9

Characters and Unicode

Total characters	470552
Distinct characters	47
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47478 ?
Unique (%)	100.0%

Sample

1st row	Alb-000001
2nd row	Alb-000002
3rd row	Alb-000003
4th row	Alb-000004
5th row	Alb-000005

Value	Count	Frequency (%)
alb-000001	1	< 0.1%
alb-000010	1	< 0.1%
alb-000025	1	< 0.1%
alb-000024	1	< 0.1%
alb-000003	1	< 0.1%
alb-000004	1	< 0.1%
alb-000005	1	< 0.1%
alb-000006	1	< 0.1%
alb-000007	1	< 0.1%
alb-000008	1	< 0.1%
Other values (47468)	47468	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	137803	29.3%
-	47478	10.1%
1	23133	4.9%
2	18590	4.0%
3	18035	3.8%
4	16955	3.6%
7	16112	3.4%
5	14730	3.1%
6	14334	3.0%
i	12920	2.7%
Other values (37)	150462	32.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	284868	60.5%
Lowercase Letter	84839	18.0%
Uppercase Letter	53367	11.3%
Dash Punctuation	47478	10.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	12920	15.2%
a	11031	13.0%
h	9220	10.9%
o	8717	10.3%
l	7490	8.8%
t	6615	7.8%
s	6163	7.3%
u	4839	5.7%
e	4798	5.7%
n	3066	3.6%
Other values (8)	9980	11.8%

Uppercase Letter

Value	Count	Frequency (%)
C	7945	14.9%
L	6106	11.4%
B	5424	10.2%
S	4912	9.2%
P	3664	6.9%
D	3534	6.6%
M	3451	6.5%
O	3394	6.4%
H	2908	5.4%
N	2771	5.2%
Other values (8)	9258	17.3%

Decimal Number

Value	Count	Frequency (%)
0	137803	48.4%
1	23133	8.1%
2	18590	6.5%
3	18035	6.3%
4	16955	6.0%
7	16112	5.7%
5	14730	5.2%
6	14334	5.0%
8	12854	4.5%
9	12322	4.3%

Dash Punctuation

Value	Count	Frequency (%)
-	47478	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	332346	70.6%
Latin	138206	29.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	12920	9.3%
a	11031	8.0%
h	9220	6.7%
o	8717	6.3%
C	7945	5.7%
l	7490	5.4%
t	6615	4.8%
s	6163	4.5%
L	6106	4.4%
B	5424	3.9%
Other values (26)	56575	40.9%

Common

Value	Count	Frequency (%)
0	137803	41.5%
-	47478	14.3%
1	23133	7.0%
2	18590	5.6%
3	18035	5.4%
4	16955	5.1%
7	16112	4.8%
5	14730	4.4%
6	14334	4.3%
8	12854	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	470552	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	137803	29.3%
-	47478	10.1%
1	23133	4.9%
2	18590	4.0%
3	18035	3.8%
4	16955	3.6%
7	16112	3.4%
5	14730	3.1%
6	14334	3.0%
i	12920	2.7%
Other values (37)	150462	32.0%

disposition
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

No Arrest	24258
Arrest Made	23220

Length

Max length	11
Median length	9
Mean length	9.9781372
Min length	9

Characters and Unicode

Total characters	473742
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No Arrest
2nd row	Arrest Made
3rd row	No Arrest
4th row	Arrest Made
5th row	No Arrest

Common Values

Value	Count	Frequency (%)
No Arrest	24258	51.1%
Arrest Made	23220	48.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
arrest	47478	50.0%
no	24258	25.5%
made	23220	24.5%

Most occurring characters

Value	Count	Frequency (%)
r	94956	20.0%
e	70698	14.9%
	47478	10.0%
A	47478	10.0%
s	47478	10.0%
t	47478	10.0%
N	24258	5.1%
o	24258	5.1%
M	23220	4.9%
a	23220	4.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	331308	69.9%
Uppercase Letter	94956	20.0%
Space Separator	47478	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	94956	28.7%
e	70698	21.3%
s	47478	14.3%
t	47478	14.3%
o	24258	7.3%
a	23220	7.0%
d	23220	7.0%

Uppercase Letter

Value	Count	Frequency (%)
A	47478	50.0%
N	24258	25.5%
M	23220	24.5%

Space Separator

Value	Count	Frequency (%)
	47478	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	426264	90.0%
Common	47478	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	94956	22.3%
e	70698	16.6%
A	47478	11.1%
s	47478	11.1%
t	47478	11.1%
N	24258	5.7%
o	24258	5.7%
M	23220	5.4%
a	23220	5.4%
d	23220	5.4%

Common

Value	Count	Frequency (%)
	47478	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	473742	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	94956	20.0%
e	70698	14.9%
	47478	10.0%
A	47478	10.0%
s	47478	10.0%
t	47478	10.0%
N	24258	5.1%
o	24258	5.1%
M	23220	4.9%
a	23220	4.9%

victim_sex
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Male	40387
Female	7091

Length

Max length	6
Median length	4
Mean length	4.2987068
Min length	4

Characters and Unicode

Total characters	204094
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Female
4th row	Male
5th row	Female

Common Values

Value	Count	Frequency (%)
Male	40387	85.1%
Female	7091	14.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	40387	85.1%
female	7091	14.9%

Most occurring characters

Value	Count	Frequency (%)
e	54569	26.7%
a	47478	23.3%
l	47478	23.3%
M	40387	19.8%
F	7091	3.5%
m	7091	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	156616	76.7%
Uppercase Letter	47478	23.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	54569	34.8%
a	47478	30.3%
l	47478	30.3%
m	7091	4.5%

Uppercase Letter

Value	Count	Frequency (%)
M	40387	85.1%
F	7091	14.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	204094	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	54569	26.7%
a	47478	23.3%
l	47478	23.3%
M	40387	19.8%
F	7091	3.5%
m	7091	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	204094	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	54569	26.7%
a	47478	23.3%
l	47478	23.3%
M	40387	19.8%
F	7091	3.5%
m	7091	3.5%

victim_race
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Black	33062
Hispanic	6817
White	6259
Asian	676
Other	664

Length

Max length	8
Median length	5
Mean length	5.4307469
Min length	5

Characters and Unicode

Total characters	257841
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hispanic
2nd row	Hispanic
3rd row	White
4th row	Hispanic
5th row	White

Common Values

Value	Count	Frequency (%)
Black	33062	69.6%
Hispanic	6817	14.4%
White	6259	13.2%
Asian	676	1.4%
Other	664	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
black	33062	69.6%
hispanic	6817	14.4%
white	6259	13.2%
asian	676	1.4%
other	664	1.4%

Most occurring characters

Value	Count	Frequency (%)
a	40555	15.7%
c	39879	15.5%
B	33062	12.8%
k	33062	12.8%
l	33062	12.8%
i	20569	8.0%
s	7493	2.9%
n	7493	2.9%
h	6923	2.7%
e	6923	2.7%
Other values (7)	28820	11.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	210363	81.6%
Uppercase Letter	47478	18.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	40555	19.3%
c	39879	19.0%
k	33062	15.7%
l	33062	15.7%
i	20569	9.8%
s	7493	3.6%
n	7493	3.6%
h	6923	3.3%
e	6923	3.3%
t	6923	3.3%
Other values (2)	7481	3.6%

Uppercase Letter

Value	Count	Frequency (%)
B	33062	69.6%
H	6817	14.4%
W	6259	13.2%
A	676	1.4%
O	664	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	257841	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	40555	15.7%
c	39879	15.5%
B	33062	12.8%
k	33062	12.8%
l	33062	12.8%
i	20569	8.0%
s	7493	2.9%
n	7493	2.9%
h	6923	2.7%
e	6923	2.7%
Other values (7)	28820	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	257841	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	40555	15.7%
c	39879	15.5%
B	33062	12.8%
k	33062	12.8%
l	33062	12.8%
i	20569	8.0%
s	7493	2.9%
n	7493	2.9%
h	6923	2.7%
e	6923	2.7%
Other values (7)	28820	11.2%

victim_age
Real number (ℝ)

HIGH CORRELATION

Distinct	101
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.792325

Minimum	0
Maximum	102
Zeros	371
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	371.0 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	22
median	28
Q3	40
95-th percentile	59
Maximum	102
Range	102
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	14.404802
Coefficient of variation (CV)	0.45309056
Kurtosis	1.164053
Mean	31.792325
Median Absolute Deviation (MAD)	8
Skewness	0.90045942
Sum	1509436
Variance	207.49833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	2054	4.3%
21	2023	4.3%
23	1981	4.2%
24	1930	4.1%
19	1902	4.0%
20	1849	3.9%
25	1835	3.9%
26	1736	3.7%
18	1592	3.4%
27	1523	3.2%
Other values (91)	29053	61.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	371	0.8%
1	326	0.7%
2	182	0.4%
3	123	0.3%
4	78	0.2%
5	49	0.1%
6	45	0.1%
7	42	0.1%
8	29	0.1%
9	28	0.1%

Value	Count	Frequency (%)
102	1	< 0.1%
101	1	< 0.1%
99	1	< 0.1%
97	3	< 0.1%
96	2	< 0.1%
95	4	< 0.1%
94	5	< 0.1%
93	6	< 0.1%
92	6	< 0.1%
91	11	< 0.1%

age_range
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

18-29	21428
30-44	13461
45-64	7144
0-17	3916
65+	1529

Length

Max length	5
Median length	5
Mean length	4.8531109
Min length	3

Characters and Unicode

Total characters	230416
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	65+
2nd row	0-17
3rd row	0-17
4th row	30-44
5th row	65+

Common Values

Value	Count	Frequency (%)
18-29	21428	45.1%
30-44	13461	28.4%
45-64	7144	15.0%
0-17	3916	8.2%
65+	1529	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
18-29	21428	45.1%
30-44	13461	28.4%
45-64	7144	15.0%
0-17	3916	8.2%
65	1529	3.2%

Most occurring characters

Value	Count	Frequency (%)
-	45949	19.9%
4	41210	17.9%
1	25344	11.0%
8	21428	9.3%
2	21428	9.3%
9	21428	9.3%
0	17377	7.5%
3	13461	5.8%
5	8673	3.8%
6	8673	3.8%
Other values (2)	5445	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	182938	79.4%
Dash Punctuation	45949	19.9%
Math Symbol	1529	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	41210	22.5%
1	25344	13.9%
8	21428	11.7%
2	21428	11.7%
9	21428	11.7%
0	17377	9.5%
3	13461	7.4%
5	8673	4.7%
6	8673	4.7%
7	3916	2.1%

Dash Punctuation

Value	Count	Frequency (%)
-	45949	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1529	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	230416	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	45949	19.9%
4	41210	17.9%
1	25344	11.0%
8	21428	9.3%
2	21428	9.3%
9	21428	9.3%
0	17377	7.5%
3	13461	5.8%
5	8673	3.8%
6	8673	3.8%
Other values (2)	5445	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230416	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	45949	19.9%
4	41210	17.9%
1	25344	11.0%
8	21428	9.3%
2	21428	9.3%
9	21428	9.3%
0	17377	7.5%
3	13461	5.8%
5	8673	3.8%
6	8673	3.8%
Other values (2)	5445	2.4%

reported_date
Date

Distinct	4018
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Minimum	2007-01-01 00:00:00
Maximum	2017-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

reported_year
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2012.3466

Minimum	2007
Maximum	2017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	371.0 KiB

Quantile statistics

Minimum	2007
5-th percentile	2007
Q1	2010
median	2012
Q3	2015
95-th percentile	2017
Maximum	2017
Range	10
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.153443
Coefficient of variation (CV)	0.0015670476
Kurtosis	-1.2016741
Mean	2012.3466
Median Absolute Deviation (MAD)	3
Skewness	-0.15546959
Sum	95542194
Variance	9.9442029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2016	5794	12.2%
2015	4927	10.4%
2017	4517	9.5%
2012	4483	9.4%
2014	4248	8.9%
2010	4238	8.9%
2013	4199	8.8%
2011	4140	8.7%
2007	3807	8.0%
2008	3753	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2007	3807	8.0%
2008	3753	7.9%
2009	3372	7.1%
2010	4238	8.9%
2011	4140	8.7%
2012	4483	9.4%
2013	4199	8.8%
2014	4248	8.9%
2015	4927	10.4%
2016	5794	12.2%

Value	Count	Frequency (%)
2017	4517	9.5%
2016	5794	12.2%
2015	4927	10.4%
2014	4248	8.9%
2013	4199	8.8%
2012	4483	9.4%
2011	4140	8.7%
2010	4238	8.9%
2009	3372	7.1%
2008	3753	7.9%

reported_month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

July	4624
August	4360
June	4273
May	4210
September	4131
Other values (7)	25880

Length

Max length	9
Median length	7
Mean length	6.0797001
Min length	3

Characters and Unicode

Total characters	288652
Distinct characters	26
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	May
2nd row	February
3rd row	June
4th row	January
5th row	January

Common Values

Value	Count	Frequency (%)
July	4624	9.7%
August	4360	9.2%
June	4273	9.0%
May	4210	8.9%
September	4131	8.7%
October	4060	8.6%
December	3890	8.2%
November	3886	8.2%
April	3779	8.0%
January	3682	7.8%
Other values (2)	6583	13.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
july	4624	9.7%
august	4360	9.2%
june	4273	9.0%
may	4210	8.9%
september	4131	8.7%
october	4060	8.6%
december	3890	8.2%
november	3886	8.2%
april	3779	8.0%
january	3682	7.8%
Other values (2)	6583	13.9%

Most occurring characters

Value	Count	Frequency (%)
e	43129	14.9%
r	32972	11.4%
u	24260	8.4%
b	18928	6.6%
a	18157	6.3%
y	15477	5.4%
J	12579	4.4%
t	12551	4.3%
m	11907	4.1%
c	11572	4.0%
Other values (16)	87120	30.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	241174	83.6%
Uppercase Letter	47478	16.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	43129	17.9%
r	32972	13.7%
u	24260	10.1%
b	18928	7.8%
a	18157	7.5%
y	15477	6.4%
t	12551	5.2%
m	11907	4.9%
c	11572	4.8%
l	8403	3.5%
Other values (8)	43818	18.2%

Uppercase Letter

Value	Count	Frequency (%)
J	12579	26.5%
A	8139	17.1%
M	7832	16.5%
S	4131	8.7%
O	4060	8.6%
D	3890	8.2%
N	3886	8.2%
F	2961	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	288652	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	43129	14.9%
r	32972	11.4%
u	24260	8.4%
b	18928	6.6%
a	18157	6.3%
y	15477	5.4%
J	12579	4.4%
t	12551	4.3%
m	11907	4.1%
c	11572	4.0%
Other values (16)	87120	30.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	288652	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	43129	14.9%
r	32972	11.4%
u	24260	8.4%
b	18928	6.6%
a	18157	6.3%
y	15477	5.4%
J	12579	4.4%
t	12551	4.3%
m	11907	4.1%
c	11572	4.0%
Other values (16)	87120	30.2%

reported_weekday
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Sunday	7850
Saturday	7619
Monday	6853
Friday	6446
Tuesday	6331
Other values (2)	12379

Length

Max length	9
Median length	8
Mean length	7.1075235
Min length	6

Characters and Unicode

Total characters	337451
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tuesday
2nd row	Tuesday
3rd row	Tuesday
4th row	Friday
5th row	Saturday

Common Values

Value	Count	Frequency (%)
Sunday	7850	16.5%
Saturday	7619	16.0%
Monday	6853	14.4%
Friday	6446	13.6%
Tuesday	6331	13.3%
Wednesday	6256	13.2%
Thursday	6123	12.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sunday	7850	16.5%
saturday	7619	16.0%
monday	6853	14.4%
friday	6446	13.6%
tuesday	6331	13.3%
wednesday	6256	13.2%
thursday	6123	12.9%

Most occurring characters

Value	Count	Frequency (%)
a	55097	16.3%
d	53734	15.9%
y	47478	14.1%
u	27923	8.3%
n	20959	6.2%
r	20188	6.0%
e	18843	5.6%
s	18710	5.5%
S	15469	4.6%
T	12454	3.7%
Other values (7)	46596	13.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289973	85.9%
Uppercase Letter	47478	14.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	55097	19.0%
d	53734	18.5%
y	47478	16.4%
u	27923	9.6%
n	20959	7.2%
r	20188	7.0%
e	18843	6.5%
s	18710	6.5%
t	7619	2.6%
o	6853	2.4%
Other values (2)	12569	4.3%

Uppercase Letter

Value	Count	Frequency (%)
S	15469	32.6%
T	12454	26.2%
M	6853	14.4%
F	6446	13.6%
W	6256	13.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	337451	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	55097	16.3%
d	53734	15.9%
y	47478	14.1%
u	27923	8.3%
n	20959	6.2%
r	20188	6.0%
e	18843	5.6%
s	18710	5.5%
S	15469	4.6%
T	12454	3.7%
Other values (7)	46596	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	337451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	55097	16.3%
d	53734	15.9%
y	47478	14.1%
u	27923	8.3%
n	20959	6.2%
r	20188	6.0%
e	18843	5.6%
s	18710	5.5%
S	15469	4.6%
T	12454	3.7%
Other values (7)	46596	13.8%

season
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Summer	13257
Fall	12077
Spring	11611
Winter	10533

Length

Max length	6
Median length	6
Mean length	5.4912591
Min length	4

Characters and Unicode

Total characters	260714
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Spring
2nd row	Winter
3rd row	Summer
4th row	Winter
5th row	Winter

Common Values

Value	Count	Frequency (%)
Summer	13257	27.9%
Fall	12077	25.4%
Spring	11611	24.5%
Winter	10533	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
summer	13257	27.9%
fall	12077	25.4%
spring	11611	24.5%
winter	10533	22.2%

Most occurring characters

Value	Count	Frequency (%)
r	35401	13.6%
m	26514	10.2%
S	24868	9.5%
l	24154	9.3%
e	23790	9.1%
i	22144	8.5%
n	22144	8.5%
u	13257	5.1%
F	12077	4.6%
a	12077	4.6%
Other values (4)	44288	17.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	213236	81.8%
Uppercase Letter	47478	18.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	35401	16.6%
m	26514	12.4%
l	24154	11.3%
e	23790	11.2%
i	22144	10.4%
n	22144	10.4%
u	13257	6.2%
a	12077	5.7%
p	11611	5.4%
g	11611	5.4%

Uppercase Letter

Value	Count	Frequency (%)
S	24868	52.4%
F	12077	25.4%
W	10533	22.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260714	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	35401	13.6%
m	26514	10.2%
S	24868	9.5%
l	24154	9.3%
e	23790	9.1%
i	22144	8.5%
n	22144	8.5%
u	13257	5.1%
F	12077	4.6%
a	12077	4.6%
Other values (4)	44288	17.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260714	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	35401	13.6%
m	26514	10.2%
S	24868	9.5%
l	24154	9.3%
e	23790	9.1%
i	22144	8.5%
n	22144	8.5%
u	13257	5.1%
F	12077	4.6%
a	12077	4.6%
Other values (4)	44288	17.0%

city
Categorical

HIGH CORRELATION

Distinct	47
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Chicago	5523
Philadelphia	3036
Houston	2908
Baltimore	2827
Detroit	2496
Other values (42)	30688

Length

Max length	14
Median length	12
Mean length	8.9042715
Min length	5

Characters and Unicode

Total characters	422757
Distinct characters	44
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Albuquerque
2nd row	Albuquerque
3rd row	Albuquerque
4th row	Albuquerque
5th row	Albuquerque

Common Values

Value	Count	Frequency (%)
Chicago	5523	11.6%
Philadelphia	3036	6.4%
Houston	2908	6.1%
Baltimore	2827	6.0%
Detroit	2496	5.3%
Los Angeles	2196	4.6%
St. Louis	1661	3.5%
Memphis	1510	3.2%
New Orleans	1394	2.9%
Indianapolis	1321	2.8%
Other values (37)	22606	47.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
chicago	5523	9.4%
philadelphia	3036	5.2%
houston	2908	4.9%
baltimore	2827	4.8%
detroit	2496	4.2%
san	2212	3.8%
los	2196	3.7%
angeles	2196	3.7%
new	2016	3.4%
st	1661	2.8%
Other values (46)	31794	54.0%

Most occurring characters

Value	Count	Frequency (%)
a	41419	9.8%
o	37364	8.8%
i	37308	8.8%
e	28270	6.7%
n	27262	6.4%
l	25909	6.1%
s	23953	5.7%
t	23753	5.6%
h	20046	4.7%
r	13444	3.2%
Other values (34)	144029	34.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	350844	83.0%
Uppercase Letter	58865	13.9%
Space Separator	11387	2.7%
Other Punctuation	1661	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	41419	11.8%
o	37364	10.6%
i	37308	10.6%
e	28270	8.1%
n	27262	7.8%
l	25909	7.4%
s	23953	6.8%
t	23753	6.8%
h	20046	5.7%
r	13444	3.8%
Other values (13)	72116	20.6%

Uppercase Letter

Value	Count	Frequency (%)
C	8598	14.6%
L	6106	10.4%
B	5802	9.9%
S	4912	8.3%
A	4273	7.3%
P	3664	6.2%
D	3534	6.0%
M	3451	5.9%
O	3394	5.8%
H	2908	4.9%
Other values (9)	12223	20.8%

Space Separator

Value	Count	Frequency (%)
	11387	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1661	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	409709	96.9%
Common	13048	3.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	41419	10.1%
o	37364	9.1%
i	37308	9.1%
e	28270	6.9%
n	27262	6.7%
l	25909	6.3%
s	23953	5.8%
t	23753	5.8%
h	20046	4.9%
r	13444	3.3%
Other values (32)	130981	32.0%

Common

Value	Count	Frequency (%)
	11387	87.3%
.	1661	12.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	422757	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	41419	9.8%
o	37364	8.8%
i	37308	8.8%
e	28270	6.7%
n	27262	6.4%
l	25909	6.1%
s	23953	5.7%
t	23753	5.6%
h	20046	4.7%
r	13444	3.2%
Other values (34)	144029	34.1%

state
Categorical

HIGH CORRELATION

Distinct	27
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

CA	6195
IL	5523
TX	4282
PA	3664
MD	2827
Other values (22)	24987

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	94956
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NM
2nd row	NM
3rd row	NM
4th row	NM
5th row	NM

Common Values

Value	Count	Frequency (%)
CA	6195	13.0%
IL	5523	11.6%
TX	4282	9.0%
PA	3664	7.7%
MD	2827	6.0%
MI	2496	5.3%
TN	2265	4.8%
LA	1817	3.8%
FL	1811	3.8%
OH	1761	3.7%
Other values (17)	14837	31.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ca	6195	13.0%
il	5523	11.6%
tx	4282	9.0%
pa	3664	7.7%
md	2827	6.0%
mi	2496	5.3%
tn	2265	4.8%
la	1817	3.8%
fl	1811	3.8%
oh	1761	3.7%
Other values (17)	14837	31.3%

Most occurring characters

Value	Count	Frequency (%)
A	14581	15.4%
I	10455	11.0%
L	9937	10.5%
C	8752	9.2%
M	8237	8.7%
N	8004	8.4%
T	6547	6.9%
O	4959	5.2%
X	4282	4.5%
D	4135	4.4%
Other values (9)	15067	15.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	94956	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	14581	15.4%
I	10455	11.0%
L	9937	10.5%
C	8752	9.2%
M	8237	8.7%
N	8004	8.4%
T	6547	6.9%
O	4959	5.2%
X	4282	4.5%
D	4135	4.4%
Other values (9)	15067	15.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	94956	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	14581	15.4%
I	10455	11.0%
L	9937	10.5%
C	8752	9.2%
M	8237	8.7%
N	8004	8.4%
T	6547	6.9%
O	4959	5.2%
X	4282	4.5%
D	4135	4.4%
Other values (9)	15067	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94956	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	14581	15.4%
I	10455	11.0%
L	9937	10.5%
C	8752	9.2%
M	8237	8.7%
N	8004	8.4%
T	6547	6.9%
O	4959	5.2%
X	4282	4.5%
D	4135	4.4%
Other values (9)	15067	15.9%

lat
Real number (ℝ)

HIGH CORRELATION

Distinct	40953
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.269773

Minimum	25.725214
Maximum	45.05119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	371.0 KiB

Quantile statistics

Minimum	25.725214
5-th percentile	29.685616
Q1	34.0278
median	38.661111
Q3	40.459645
95-th percentile	42.431242
Maximum	45.05119
Range	19.325976
Interquartile range (IQR)	6.4318452

Descriptive statistics

Standard deviation	4.3377485
Coefficient of variation (CV)	0.11638784
Kurtosis	-0.68894128
Mean	37.269773
Median Absolute Deviation (MAD)	3.1492084
Skewness	-0.5834027
Sum	1769494.3
Variance	18.816062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.302565	15	< 0.1%
37.7503065	14	< 0.1%
34.075761	14	< 0.1%
38.8741662	12	< 0.1%
34.1016	12	< 0.1%
37.506284	11	< 0.1%
33.9456	11	< 0.1%
34.2085	11	< 0.1%
41.8645202	10	< 0.1%
41.794929	10	< 0.1%
Other values (40943)	47358	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25.7252139	1	< 0.1%
25.7262775	1	< 0.1%
25.7273453	1	< 0.1%
25.7280792	1	< 0.1%
25.7305986	1	< 0.1%
25.7310598	1	< 0.1%
25.7328853	1	< 0.1%
25.7398679	2	< 0.1%
25.7400967	1	< 0.1%
25.7463239	1	< 0.1%

Value	Count	Frequency (%)
45.05119	1	< 0.1%
45.05052	1	< 0.1%
45.04835	1	< 0.1%
45.04752	1	< 0.1%
45.04471	1	< 0.1%
45.04333	1	< 0.1%
45.04293	1	< 0.1%
45.04223	1	< 0.1%
45.04155	2	< 0.1%
45.03765	2	< 0.1%

lon
Real number (ℝ)

HIGH CORRELATION

Distinct	40640
Distinct (%)	85.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.846625

Minimum	-122.50778
Maximum	-71.011519
Zeros	0
Zeros (%)	0.0%
Negative	47478
Negative (%)	100.0%
Memory size	371.0 KiB

Quantile statistics

Minimum	-122.50778
5-th percentile	-121.26209
Q1	-95.501941
median	-87.653205
Q3	-81.649653
95-th percentile	-75.149038
Maximum	-71.011519
Range	51.49626
Interquartile range (IQR)	13.852288

Descriptive statistics

Standard deviation	13.903806
Coefficient of variation (CV)	-0.15304703
Kurtosis	0.089284055
Mean	-90.846625
Median Absolute Deviation (MAD)	7.6327799
Skewness	-1.0492842
Sum	-4313216.1
Variance	193.31582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-118.2739	62	0.1%
-118.2827	31	0.1%
-118.309	27	0.1%
-118.2783	25	0.1%
-118.3089	21	< 0.1%
-118.2695	20	< 0.1%
-118.2893	16	< 0.1%
-118.2651	16	< 0.1%
-81.732164	15	< 0.1%
-118.2871	15	< 0.1%
Other values (40630)	47230	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-122.507779	1	< 0.1%
-122.5046043	1	< 0.1%
-122.5032863	1	< 0.1%
-122.4920669	1	< 0.1%
-122.4884236	1	< 0.1%
-122.487628	1	< 0.1%
-122.4854123	1	< 0.1%
-122.484382	1	< 0.1%
-122.4842604	1	< 0.1%
-122.4826038	1	< 0.1%

Value	Count	Frequency (%)
-71.0115188	1	< 0.1%
-71.0123576	1	< 0.1%
-71.0192427	1	< 0.1%
-71.0306083	1	< 0.1%
-71.0312049	1	< 0.1%
-71.0319745	1	< 0.1%
-71.0325517	1	< 0.1%
-71.0329989	1	< 0.1%
-71.034274	1	< 0.1%
-71.034615	1	< 0.1%

LOCATION
Categorical

HIGH CORRELATION

Distinct	47
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	371.0 KiB

Chicago, IL	5523
Philadelphia, PA	3036
Houston, TX	2908
Baltimore, MD	2827
Detroit, MI	2496
Other values (42)	30688

Length

Max length	18
Median length	16
Mean length	12.904271
Min length	9

Characters and Unicode

Total characters	612669
Distinct characters	49
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Albuquerque, NM
2nd row	Albuquerque, NM
3rd row	Albuquerque, NM
4th row	Albuquerque, NM
5th row	Albuquerque, NM

Common Values

Value	Count	Frequency (%)
Chicago, IL	5523	11.6%
Philadelphia, PA	3036	6.4%
Houston, TX	2908	6.1%
Baltimore, MD	2827	6.0%
Detroit, MI	2496	5.3%
Los Angeles, CA	2196	4.6%
St. Louis, MO	1661	3.5%
Memphis, TN	1510	3.2%
New Orleans, LA	1394	2.9%
Indianapolis, IN	1321	2.8%
Other values (37)	22606	47.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ca	6195	5.8%
il	5523	5.2%
chicago	5523	5.2%
tx	4282	4.0%
pa	3664	3.4%
philadelphia	3036	2.9%
houston	2908	2.7%
baltimore	2827	2.7%
md	2827	2.7%
detroit	2496	2.3%
Other values (73)	67062	63.1%

Most occurring characters

Value	Count	Frequency (%)
	58865	9.6%
,	47478	7.7%
a	41419	6.8%
o	37364	6.1%
i	37308	6.1%
e	28270	4.6%
n	27262	4.4%
l	25909	4.2%
s	23953	3.9%
t	23753	3.9%
Other values (39)	261088	42.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	350844	57.3%
Uppercase Letter	153821	25.1%
Space Separator	58865	9.6%
Other Punctuation	49139	8.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	41419	11.8%
o	37364	10.6%
i	37308	10.6%
e	28270	8.1%
n	27262	7.8%
l	25909	7.4%
s	23953	6.8%
t	23753	6.8%
h	20046	5.7%
r	13444	3.8%
Other values (13)	72116	20.6%

Uppercase Letter

Value	Count	Frequency (%)
A	18853	12.3%
C	17350	11.3%
L	16042	10.4%
I	11776	7.7%
M	11688	7.6%
N	10775	7.0%
O	8354	5.4%
D	7669	5.0%
P	7328	4.8%
T	7318	4.8%
Other values (13)	36668	23.8%

Other Punctuation

Value	Count	Frequency (%)
,	47478	96.6%
.	1661	3.4%

Space Separator

Value	Count	Frequency (%)
	58865	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	504665	82.4%
Common	108004	17.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	41419	8.2%
o	37364	7.4%
i	37308	7.4%
e	28270	5.6%
n	27262	5.4%
l	25909	5.1%
s	23953	4.7%
t	23753	4.7%
h	20046	4.0%
A	18853	3.7%
Other values (36)	220528	43.7%

Common

Value	Count	Frequency (%)
	58865	54.5%
,	47478	44.0%
.	1661	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	612669	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	58865	9.6%
,	47478	7.7%
a	41419	6.8%
o	37364	6.1%
i	37308	6.1%
e	28270	4.6%
n	27262	4.4%
l	25909	4.2%
s	23953	3.9%
t	23753	3.9%
Other values (39)	261088	42.6%

POPULATION
Real number (ℝ)

HIGH CORRELATION

Distinct	469
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1389867.1

Minimum	133452
Maximum	19636391
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	371.0 KiB

Quantile statistics

Minimum	133452
5-th percentile	259604
Q1	470788
median	675031
Q3	1565949
95-th percentile	3818812
Maximum	19636391
Range	19502939
Interquartile range (IQR)	1095161

Descriptive statistics

Standard deviation	2320041.6
Coefficient of variation (CV)	1.6692543
Kurtosis	47.004354
Mean	1389867.1
Median Absolute Deviation (MAD)	283212
Skewness	6.3978381
Sum	6.5988109 × 10¹⁰
Variance	5.3825931 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2716297	764	1.6%
2710456	653	1.4%
2697359	510	1.1%
2719039	504	1.1%
2724006	481	1.0%
2697006	457	1.0%
2703991	445	0.9%
2708067	435	0.9%
2695598	434	0.9%
2725575	423	0.9%
Other values (459)	42372	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
133452	12	< 0.1%
133651	19	< 0.1%
135734	20	< 0.1%
136286	15	< 0.1%
140443	23	< 0.1%
142377	18	< 0.1%
142683	20	< 0.1%
143991	25	0.1%
145312	37	0.1%
146048	4	< 0.1%

Value	Count	Frequency (%)
19636391	333	0.7%
19593849	289	0.6%
3975067	277	0.6%
3957520	290	0.6%
3933644	276	0.6%
3904102	251	0.5%
3877721	246	0.5%
3847857	291	0.6%
3818812	284	0.6%
3792621	281	0.6%

Auto

Heatmap
Table

	victim_age	reported_year	lat	lon	POPULATION	disposition	victim_sex	victim_race	age_range	reported_month	reported_weekday	season	city	state	LOCATION
victim_age	1.000	0.053	-0.074	-0.038	-0.007	0.128	0.190	0.129	0.837	0.005	0.022	0.009	0.064	0.058	0.064
reported_year	0.053	1.000	0.006	-0.011	0.080	0.104	0.014	0.021	0.026	0.014	0.018	0.018	0.136	0.108	0.136
lat	-0.074	0.006	1.000	0.420	0.148	0.166	0.073	0.165	0.050	0.018	0.027	0.025	0.979	0.748	0.979
lon	-0.038	-0.011	0.420	1.000	0.012	0.094	0.082	0.236	0.058	0.013	0.028	0.017	1.000	0.882	1.000
POPULATION	-0.007	0.080	0.148	0.012	1.000	0.127	0.035	0.155	0.029	0.011	0.030	0.010	0.984	0.783	0.984
disposition	0.128	0.104	0.166	0.094	0.127	1.000	0.102	0.112	0.104	0.056	0.000	0.032	0.240	0.224	0.240
victim_sex	0.190	0.014	0.073	0.082	0.035	0.102	1.000	0.163	0.150	0.017	0.020	0.018	0.111	0.105	0.111
victim_race	0.129	0.021	0.165	0.236	0.155	0.112	0.163	1.000	0.123	0.012	0.025	0.013	0.305	0.268	0.305
age_range	0.837	0.026	0.050	0.058	0.029	0.104	0.150	0.123	1.000	0.011	0.023	0.011	0.079	0.073	0.079
reported_month	0.005	0.014	0.018	0.013	0.011	0.056	0.017	0.012	0.011	1.000	0.008	1.000	0.022	0.020	0.022
reported_weekday	0.022	0.018	0.027	0.028	0.030	0.000	0.020	0.025	0.023	0.008	1.000	0.008	0.041	0.033	0.041
season	0.009	0.018	0.025	0.017	0.010	0.032	0.018	0.013	0.011	1.000	0.008	1.000	0.034	0.030	0.034
city	0.064	0.136	0.979	1.000	0.984	0.240	0.111	0.305	0.079	0.022	0.041	0.034	1.000	1.000	1.000
state	0.058	0.108	0.748	0.882	0.783	0.224	0.105	0.268	0.073	0.020	0.033	0.030	1.000	1.000	1.000
LOCATION	0.064	0.136	0.979	1.000	0.984	0.240	0.111	0.305	0.079	0.022	0.041	0.034	1.000	1.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	uid	disposition	victim_sex	victim_race	victim_age	age_range	reported_date	reported_year	reported_month	reported_weekday	season	city	state	lat	lon	LOCATION	POPULATION
0	Alb-000001	No Arrest	Male	Hispanic	78	65+	2010-05-04	2010	May	Tuesday	Spring	Albuquerque	NM	35.095788	-106.538555	Albuquerque, NM	545852
1	Alb-000002	Arrest Made	Male	Hispanic	17	0-17	2010-02-16	2010	February	Tuesday	Winter	Albuquerque	NM	35.056810	-106.715321	Albuquerque, NM	545852
2	Alb-000003	No Arrest	Female	White	15	0-17	2010-06-01	2010	June	Tuesday	Summer	Albuquerque	NM	35.086092	-106.695568	Albuquerque, NM	545852
3	Alb-000004	Arrest Made	Male	Hispanic	32	30-44	2010-01-01	2010	January	Friday	Winter	Albuquerque	NM	35.078493	-106.556094	Albuquerque, NM	545852
4	Alb-000005	No Arrest	Female	White	72	65+	2010-01-02	2010	January	Saturday	Winter	Albuquerque	NM	35.130357	-106.580986	Albuquerque, NM	545852
5	Alb-000006	No Arrest	Female	White	91	65+	2010-01-26	2010	January	Tuesday	Winter	Albuquerque	NM	35.151110	-106.537797	Albuquerque, NM	545852
6	Alb-000007	Arrest Made	Male	Hispanic	52	45-64	2010-01-27	2010	January	Wednesday	Winter	Albuquerque	NM	35.111785	-106.712614	Albuquerque, NM	545852
7	Alb-000008	Arrest Made	Female	Hispanic	52	45-64	2010-01-27	2010	January	Wednesday	Winter	Albuquerque	NM	35.111785	-106.712614	Albuquerque, NM	545852
8	Alb-000009	No Arrest	Male	White	56	45-64	2010-01-30	2010	January	Saturday	Winter	Albuquerque	NM	35.075380	-106.553458	Albuquerque, NM	545852
9	Alb-000010	No Arrest	Male	Hispanic	43	30-44	2010-02-10	2010	February	Wednesday	Winter	Albuquerque	NM	35.065930	-106.572288	Albuquerque, NM	545852

	uid	disposition	victim_sex	victim_race	victim_age	age_range	reported_date	reported_year	reported_month	reported_weekday	season	city	state	lat	lon	LOCATION	POPULATION
47468	Was-001375	Arrest Made	Male	Black	22	18-29	2016-02-24	2016	February	Wednesday	Winter	Washington	DC	38.843399	-77.000104	Washington, DC	687576
47469	Was-001376	No Arrest	Male	Black	25	18-29	2016-07-31	2016	July	Sunday	Summer	Washington	DC	38.863322	-76.995309	Washington, DC	687576
47470	Was-001377	Arrest Made	Male	Black	35	30-44	2016-09-16	2016	September	Friday	Fall	Washington	DC	38.845871	-76.998169	Washington, DC	687576
47471	Was-001378	Arrest Made	Male	Black	37	30-44	2016-04-15	2016	April	Friday	Spring	Washington	DC	38.826458	-77.003590	Washington, DC	687576
47472	Was-001379	No Arrest	Male	Black	20	18-29	2016-07-15	2016	July	Friday	Summer	Washington	DC	38.827266	-77.001572	Washington, DC	687576
47473	Was-001380	Arrest Made	Male	Black	29	18-29	2016-09-08	2016	September	Thursday	Fall	Washington	DC	38.828704	-77.002075	Washington, DC	687576
47474	Was-001381	No Arrest	Male	Black	19	18-29	2016-09-13	2016	September	Tuesday	Fall	Washington	DC	38.822852	-77.001725	Washington, DC	687576
47475	Was-001382	No Arrest	Male	Black	23	18-29	2016-11-14	2016	November	Monday	Fall	Washington	DC	38.828025	-77.002511	Washington, DC	687576
47476	Was-001383	No Arrest	Male	Black	24	18-29	2016-11-30	2016	November	Wednesday	Fall	Washington	DC	38.820476	-77.008640	Washington, DC	687576
47477	Was-001384	Arrest Made	Male	Black	17	0-17	2016-09-01	2016	September	Thursday	Fall	Washington	DC	38.866689	-76.982409	Washington, DC	687576

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category